Probabilistic Univariate Time Series Forecasting on fev-bench-uni
0.5405SQLMoirai-2.0
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Moirai-2.02026.03 | 0.5405 | 0.6728 | 32.54 | 0.2735 | |
| TimesFM-2.52026.03 | 0.5428 | 0.6831 | 33.41 | 0.2726 | |
| Baguan-TS2026.03 | 0.5664 | 0.7126 | 31.05 | 0.2497 | |
| TiRex2026.03 | 0.5684 | 0.7104 | 38.58 | 0.3215 | |
| Toto-1.02026.03 | 0.5689 | 0.7147 | 36.35 | 0.2992 | |
| Sundial-Base2026.03 | 0.5814 | 0.6833 | 33.38 | 0.2902 | |
| TabPFN-TS2026.03 | 0.592 | 0.7364 | 33.84 | 0.2685 | |
| Chronos-Bolt2026.03 | 0.6083 | 0.7369 | 39.74 | 0.3438 | |
| AutoARIMA2026.03 | 0.6913 | 0.8301 | 58.43 | 0.5548 | |
| Stat. Ensemble2026.03 | 0.7575 | 0.8371 | 51.32 | 0.5844 | |
| AutoETS2026.03 | 0.9083 | 0.9519 | 48.77 | 0.6018 | |
| AutoTheta2026.03 | 0.9409 | 0.8532 | 49.72 | 0.6327 | |
| Seasonal Naive2026.03 | 1.0381 | 1.0373 | 66.49 | 0.7433 | |
| Naive2026.03 | 1.36 | 1.0902 | 52.54 | 0.7872 |